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Applied Language Understanding (@AppliedLanguage) profile picture

Applied Language Understanding

@AppliedLanguage

Making AI work for your Confluence knowledge base

 New York, USA
connie.alu.ai
Joined January 2013
  • Tweets279
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Photo by Applied Language Understanding (@AppliedLanguage)Photo by Applied Language Understanding (@AppliedLanguage)Photo by Applied Language Understanding (@AppliedLanguage)Photo by Applied Language Understanding (@AppliedLanguage)Photo by Applied Language Understanding (@AppliedLanguage)
We evaluated GPT-4-Turbo in our pipeline and found it a very useful addition to the palette of LLMs available, although not a complete game-changer. ✅ Against GPT-4, we saw 66% reduction in latency and cost with an estimated 5% decrease in quality (F1 score). (1/2)
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✅ Against GPT-3.5-Turbo, we saw a 17% reduction in hallucination and similarly improved recall, at a 10x cost and 2x latency. blog.alu.ai/evaluating-gpt-4…
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From prompt whack-a-mole to fine tuning. We've learned a couple of lessons fine-tuning GPT-3.5.
Image from Applied Language Understanding (@AppliedLanguage)
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More... blog.alu.ai/fine-tuning/
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For Atlassian’s codegeist hackathon, we sprinted on querying Confluence tables:
Image from Applied Language Understanding (@AppliedLanguage)
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Of course, to write the story for the submission, we enlisted AI help. blog.alu.ai/participating-in…
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What’s the point of AI if you can’t rely on its output? We are building a trustworthy assistant for Confluence that tells you exactly how it got its answers. Not just sources, but every reasoning step. Read more in our blog: blog.alu.ai/introducing-x-ra…
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Atlassian has just released the public beta of Atlassian Intelligence. We had a first look and found it still has some way to go before being trustworthy. Link to our report below.
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blog.alu.ai/evaluating-atlas…
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Connie AI can now answer sophisticated questions about tabular data. We translate natural language queries to a pseudo-SQL language and execute it over your Confluence tables. Support for the new Confluence Databases coming soon.
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Read about it in our blog: blog.alu.ai/tables-and-struc…
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New post in our blog: streaming OpenAI function calls. blog.alu.ai/streaming-openai…
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Our internal evaluation tool, Gaucho, allows us to keep tabs on the quality of our system: retrieval, LLM prompts, etc. We wrote about it in the blog: blog.alu.ai/gaucho-our-evalu…
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If your team uses Confluence, chances are it suffers from this common condition 🤧😅 confluenzza.com
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A bit of fun with Confluence, hope our Atlassian friends don't mind: confluenzza.com
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A short demo of Connie AI: youtube.com/watch?v=QY_wNRIA…
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Connie AI (ChatGPT for your Confluence space) is out in beta! marketplace.atlassian.com/ap…
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linkedin.com/posts/mpcowan_c…

Connie AI landing | Matt Cowan | 15 comments

In April I left Atlassian to pursue a long time dream of starting my own company. It turns out I didn’t really go _that_ far 😅 This past weekend, my cofounder Oscar Triscon and I submitted our first...

linkedin.com
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Some news: the team that brought automation (Butler) and dashboards (Dashcards) to Trello, is bringing AI to Confluence. (We are no longer part of Atlassian.) Launching in beta shortly.
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Britt Joiner
@britt_joiner14 Dec 2021
Day 14🎄: @michaelpryor tells us all about Dashcards! (handy little stats inside your @trello boards!) community.atlassian.com/t5/T…
[Trello Holiday Calendar] Day 14: Track Everything with Dashcards - Atlassian

[Trello Holiday Calendar] Day 14: Track Everything with Dashcards - Atlassian

If you go back to the early days of Trello, we used to describe it as "sticky notes on a whiteboard". That metaphor is both the simplicity of Trello and the power in one. As the product has evolved,...

community.atlassian.com
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